Best model: CFG_LTC_LONDON_V6/run_20260522_182456_v3

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/train_v3.log

@@ -4,3 +4,8 @@
   🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0110. Lưu model...
   ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
 [18:31:52] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...
+[18:31:53] ✔️ Push run run_20260522_182456_v3 hoàn tất!
+[Epoch 2] Loss(MSE:0.0432/CE:0.8916) | LR=1.98e-05 | Val V3 Score [0.040] - Loss(MSE:0.0060/CE:0.5775) |   >=53%: WR=74.0% | Score=0.079 | N=104 (44B/60S Bal:0.73) | >=57%: WR=79.2% | Score=0.063 | N=77 (27B/50S Bal:0.54) | >=61%: WR=82.1% | Score=0.047 | N=56 (21B/35S Bal:0.60) | >=65%: WR=84.8% | Score=0.029 | N=33 (12B/21S Bal:0.57)
+  🏆 [ARGO2] ĐỈNH MỚI! Composite Score = 0.0396. Lưu model...
+  ☁️ Đang PUSH run run_20260522_182456_v3 lên HF (Background)...
+[18:32:39] PUSH RUN: run_20260522_182456_v3 -> HF (new/changed files only)...

workspaces/CFG_LTC_LONDON_V6/runs/run_20260522_182456_v3/results/training_metrics_v3.json

@@ -8,77 +8,77 @@
     "sessions": {
         "london": {
             "BEST_VLOSS": {
-                "epoch": 1,
-                "max_threshold": 0.56,
-                "composite_score": 0.01104830421377184,
-                "val_loss": 0.5898145249072653,
+                "epoch": 2,
+                "max_threshold": 0.65,
+                "composite_score": 0.03956834532374101,
+                "val_loss": 0.583584546390241,
                 "threshold_metrics": [
                     {
                         "threshold": 0.53,
-                        "total_signals": 28,
-                        "win_rate": 0.6785714285714286,
+                        "total_signals": 104,
+                        "win_rate": 0.7403846153846154,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.019527235354573486,
+                        "ev_score": 0.07913669064748201,
                         "sharpe_score": 0.0,
-                        "tus_score": 1.0,
-                        "total_buy": 14,
-                        "total_sell": 14
+                        "tus_score": 0.8461538461538461,
+                        "total_buy": 44,
+                        "total_sell": 60
                     },
                     {
-                        "threshold": 0.54,
-                        "total_signals": 21,
-                        "win_rate": 0.7619047619047619,
+                        "threshold": 0.57,
+                        "total_signals": 77,
+                        "win_rate": 0.7922077922077922,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.01644398766700925,
+                        "ev_score": 0.06269270298047276,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9523809523809523,
-                        "total_buy": 11,
-                        "total_sell": 10
+                        "tus_score": 0.7012987012987013,
+                        "total_buy": 27,
+                        "total_sell": 50
                     },
                     {
-                        "threshold": 0.55,
-                        "total_signals": 16,
-                        "win_rate": 0.75,
+                        "threshold": 0.61,
+                        "total_signals": 56,
+                        "win_rate": 0.8214285714285714,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.012332990750256938,
+                        "ev_score": 0.047276464542651594,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.875,
-                        "total_buy": 7,
-                        "total_sell": 9
+                        "tus_score": 0.75,
+                        "total_buy": 21,
+                        "total_sell": 35
                     },
                     {
-                        "threshold": 0.56,
-                        "total_signals": 11,
-                        "win_rate": 0.8181818181818182,
+                        "threshold": 0.65,
+                        "total_signals": 33,
+                        "win_rate": 0.8484848484848485,
                         "avg_win_return": 0.001,
                         "avg_loss_return": 0.001,
-                        "ev_score": 0.009249743062692703,
+                        "ev_score": 0.02877697841726619,
                         "sharpe_score": 0.0,
-                        "tus_score": 0.9090909090909091,
-                        "total_buy": 5,
-                        "total_sell": 6
+                        "tus_score": 0.7272727272727273,
+                        "total_buy": 12,
+                        "total_sell": 21
                     }
                 ],
                 "win_rates": [
-                    0.6785714285714286,
-                    0.7619047619047619,
-                    0.75,
-                    0.8181818181818182
+                    0.7403846153846154,
+                    0.7922077922077922,
+                    0.8214285714285714,
+                    0.8484848484848485
                 ],
                 "thresholds": [
                     0.53,
-                    0.54,
-                    0.55,
-                    0.56
+                    0.57,
+                    0.61,
+                    0.65
                 ],
                 "totals": [
-                    28,
-                    21,
-                    16,
-                    11
+                    104,
+                    77,
+                    56,
+                    33
                 ]
             }
         }